Characterizing the movement of per- and polyfluoroalkyl substances in an avian aquatic–terrestrial food web
Open accessAbstract
) in such systems may be exposed to PFAS from multiple abiotic and/or biotic compartments. We show from fatty acid signatures and carbon stable isotopes that tree swallow nestlings in southwestern Ontario fed on both terrestrial and aquatic macroinvertebrates. The PFAS profiles of air, terrestrial invertebrates, and swallows were dominated by perfluorooctanesulfonic acid (PFOS). Short-chain perfluoroalkyl acids (PFAAs) were largely restricted to air, surface water, and sediment, and long-chain PFAAs were mainly found in aquatic invertebrates and tree swallows. PFOS, multiple long-chain perfluorocarboxylic acids [perfluorononanoic acid (PFNA), perfluorodecanoic acid (PFDA), perfluorotridecanoic acid (PFTrDA)] and perfluorooctane sulfonamide precursors were estimated to bioaccumulate from air to tree swallows. PFOS bioaccumulated from air to terrestrial invertebrates, and PFOS, PFDA, and perfluorooctane sulfonamidoacetic acids (FOSAAs) bioaccumulated from water to aquatic invertebrates. PFOS showed biomagnification from both terrestrial and aquatic invertebrates to tree swallows, and PFDA and FOSAAs were also biomagnified from aquatic invertebrates to tree swallows. The movement of PFAS through aquatic-terrestrial food webs appears congener- and compartment-specific, challenging the understanding of PFAS exposure routes for multiple species involved in these food webs.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
The few available terrestrial field studies revealed specific differences in the extent of PFAS bioaccumulation between species.
“Yet, the few available terrestrial field studies revealed specific differences in the extent of PFAS bioaccumulation between species (Ecke et al., 2023; Hopkins et al., 2023; Groffen et al., 2023; Koch et al., 2020)”
From Strong bioaccumulation of a wide variety of PFAS in a contaminated terrestrial and aquatic ecosystem (2025) · cites this paper as Hopkins et al., 2023
The Results and Discussion section on bioaccumulation reports no evidence of PFDS bioaccumulation in tree swallows, contrasting this with a Swedish riparian study that reported it in biota; the authors discuss swallows and spiders as a possible explanation. This supports an example of differing bioaccumulation, but the comparison is between studies at different sites, not a demonstrated species-specific difference within this field study. Page numbers are unavailable in our copy. (LLM, conf=0.84)
Experimental — accuracy not yet measured
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
R: A Language and Environment for Statistical Computing
R Core Team (2000) · doi:10.32614/r.manuals · Cited by 355,706 · see citing works
Borcard, D., Gillet, F., & Legendre, P. (2011) · doi:10.1007/978-1-4419-7976-6 · Cited by 2,997 · see citing works
Conder, J. M., Hoke, R. A., Wolf, W. D., Russell, M. H., & Buck, R. C. (2008) · Environmental Science & Technology · doi:10.1021/es070895g · Cited by 1,206 · see citing works
Food WebSpecific Biomagnification of Persistent Organic Pollutants
Kelly, B. C., Ikonomou, M. G., Blair, J. D., Morin, A. E., & Gobas, F. A. P. C. (2007) · Science · doi:10.1126/science.1138275 · Cited by 1,055 · see citing works
De Silva, A. O., Armitage, J. M., Bruton, T. A., Dassuncao, C., Heiger-Bernays, W., Hu, X. C., Kärrman, A., Kelly, B., Ng, C., Robuck, A., et al. (2020) · Environmental Toxicology and Chemistry · doi:10.1002/etc.4935 · Cited by 835 · see citing works
Budge, S. M., Iverson, S. J., & Koopman, H. N. (2006) · Marine Mammal Science · doi:10.1111/j.1748-7692.2006.00079.x · Cited by 643 · see citing works
Kelly, B. C., Ikonomou, M. G., Blair, J. D., Surridge, B. D., Hoover, D., Grace, R., & Gobas, F. A. P. C. (2009) · Environmental Science & Technology · doi:10.1021/es9003894 · Cited by 568 · see citing works
Novel treatment technologies for PFAS compounds: A critical review
Kucharzyk, K. H., Darlington, R., Benotti, M., Deeb, R., & Hawley, E. (2017) · Journal of Environmental Management · doi:10.1016/j.jenvman.2017.08.016 · Cited by 562 · see citing works
Perfluoroalkyl Contaminants in a Food Web from Lake Ontario
Martin, J. W., Whittle, D. M., Muir, D. C. G., & Mabury, S. A. (2004) · Environmental Science & Technology · doi:10.1021/es049331s · Cited by 514 · see citing works
Biotransformation pathways of fluorotelomer-based polyfluoroalkyl substances: A review
Butt, C. M., Muir, D. C. G., & Mabury, S. A. (2013) · Environmental Toxicology and Chemistry · doi:10.1002/etc.2407 · Cited by 336 · see citing works
Kaboré, H. A., Vo Duy, S., Munoz, G., Méité, L., Desrosiers, M., Liu, J., Sory, T. K., & Sauvé, S. (2018) · Science of The Total Environment · doi:10.1016/j.scitotenv.2017.10.210 · Cited by 329 · see citing works
devtools: Tools to Make Developing R Packages Easier
Wickham, H., Hester, J., Chang, W., et al. (2011) · doi:10.32614/cran.package.devtools · Cited by 316 · see citing works
Quantitative methods in aquatic ecotoxicology
Newman, M. C. (1995) · Cited by 314 · see citing works
Labadie, P., & Chevreuil, M. (2010) · Environmental Pollution · doi:10.1016/j.envpol.2010.10.039 · Cited by 274 · see citing works
Albumin is the major carrier protein for PFOS, PFOA, PFHxS, PFNA and PFDA in human plasma
Forsthuber, M., Kaiser, A. M., Granitzer, S., Hassl, I., Hengstschläger, M., Stangl, H., & Gundacker, C. (2020) · Environment International · doi:10.1016/j.envint.2019.105324 · Cited by 274 · see citing works
Stoiber, T., Evans, S., & Naidenko, O. V. (2020) · Chemosphere · doi:10.1016/j.chemosphere.2020.127659 · Cited by 262 · see citing works
Tomy, G. T., Tittlemier, S. A., Palace, V. P., Budakowski, W. R., Braekevelt, E., Brinkworth, L., & Friesen, K. J. (2003) · Environmental Science & Technology · doi:10.1021/es034550j · Cited by 231 · see citing works
Buck, R. C., Korzeniowski, S. H., Laganis, E., & Adamsky, F. (2021) · Integrated Environmental Assessment and Management · doi:10.1002/ieam.4450 · Cited by 223 · see citing works
Muehlbauer, J. D., Collins, S. F., Doyle, M. W., et al. (2013) · Ecology · doi:10.1890/12-1628.1 · Cited by 197 · see citing works
Lewis, A. J., Yun, X., Spooner, D. E., Kurz, M. J., McKenzie, E. R., & Sales, C. M. (2022) · Science of The Total Environment · doi:10.1016/j.scitotenv.2022.153561 · Cited by 184 · see citing works
Brown, R. E., Brain, J. D., & Wang, N. (1997) · Environmental Health Perspectives · doi:10.1289/ehp.97105188 · Cited by 182 · see citing works
Metamorphosis Alters Contaminants and Chemical Tracers in Insects: Implications for Food Webs
Kraus, J. M., Walters, D., Wesner, J. S., Stricker, C. A., Schmidt, T. S., & Zuellig, R. E. (2014) · Environmental Science & Technology · doi:10.1021/es502970b · Cited by 146 · see citing works
Twining, C. W., Bernhardt, J. R., Derry, A. M., Hudson, C. M., Ishikawa, A., Kabeya, N., Kainz, M. J., Kitano, J., Kowarik, C., Ladd, S. N., et al. (2021) · Ecology Letters · doi:10.1111/ele.13771 · Cited by 140 · see citing works
Rauert, C., Shoieb, M., Schuster, J. K., Eng, A., & Harner, T. (2018) · Environmental Pollution · doi:10.1016/j.envpol.2018.03.017 · Cited by 125 · see citing works
Yang, X., Huang, J., Zhang, K., Yu, G., Deng, S., & Wang, B. (2014) · Environmental Science and Pollution Research · doi:10.1007/s11356-013-2389-z · Cited by 115 · see citing works
Per- and Polyfluoroalkyl-Contaminated Freshwater Impacts Adjacent Riparian Food Webs
Koch, A., Jonsson, M., Yeung, L. W. Y., Kärrman, A., Ahrens, L., Ekblad, A., & Wang, T. (2020) · Environmental Science & Technology · doi:10.1021/acs.est.0c01640 · Cited by 97 · see citing works
Shoeib, T., Hassan, Y., Rauert, C., & Harner, T. (2015) · Chemosphere · doi:10.1016/j.chemosphere.2015.08.066 · Cited by 95 · see citing works
Simonnet-Laprade, C., Budzinski, H., Maciejewski, K., Ménach, K. L., Santos, R., Alliot, F., Goutte, A., & Labadie, P. (2019) · Environmental Science Processes & Impacts · doi:10.1039/c9em00322c · Cited by 95 · see citing works
Gewurtz, S. B., Bradley, L. E., Backus, S., Dove, A., McGoldrick, D., Hung, H., & Dryfhout-Clark, H. (2019) · Environmental Science & Technology · doi:10.1021/acs.est.9b01337 · Cited by 92 · see citing works
Lasier, P. J., Washington, J. W., Hassan, S. M., & Jenkins, T. M. (2011) · Environmental Toxicology and Chemistry · doi:10.1002/etc.622 · Cited by 82 · see citing works
The distance that contaminated aquatic subsidies extend into lake riparian zones
Raikow, D. F., Walters, D., Fritz, K. M., et al. (2010) · Ecological Applications · doi:10.1890/09-1504.1 · Cited by 79 · see citing works
Sullivan, S. M. P., & Rodewald, A. D. (2012) · Environmental Toxicology and Chemistry · doi:10.1002/etc.1842 · Cited by 72 · see citing works
Letcher, R. J., Su, G., Moore, J. N., Williams, L. L., Martin, P. A., de Solla, S. R., & Bowerman, W. W. (2015) · The Science of The Total Environment · doi:10.1016/j.scitotenv.2015.08.083 · Cited by 71 · see citing works
Self-citationPotential significance of insects in the removal of contaminants from aquatic systems
Menzie, C. A. (1980) · Water Air & Soil Pollution · doi:10.1007/bf02191848 · Cited by 63 · see citing works
Zhao, S., Ma, X., Fang, S., & Zhu, L. (2016) · Science of The Total Environment · doi:10.1016/j.scitotenv.2016.02.180 · Cited by 63 · see citing works
Daley, J. M., Corkum, L. D., & Drouillard, K. G. (2011) · Environmental Toxicology and Chemistry · doi:10.1002/etc.608 · Cited by 62 · see citing works
The potential of aerial insectivores for monitoring microplastics in terrestrial environments
Sherlock, C., Fernie, K. J., Munno, K., Provencher, J. F., & Rochman, C. M. (2021) · The Science of The Total Environment · doi:10.1016/j.scitotenv.2021.150453 · Cited by 61 · see citing works
Self-citationSu, G., Letcher, R. J., Moore, J. N., Williams, L. L., & Grasman, K. A. (2017) · Environmental Pollution · doi:10.1016/j.envpol.2016.12.061 · Cited by 55 · see citing works
Self-citationParmar, T. P., Kindinger, A. L., Mathieu‐Resuge, M., et al. (2022) · Frontiers in Ecology and Evolution · doi:10.3389/fevo.2022.952292 · Cited by 55 · see citing works
Occurrence and Biomagnification of Perfluoroalkyl Substances (Pfas) in Lake Michigan Fishes
Miranda, D. A., Zachritz, A. M., Whitehead, H. D., Cressman, S. R., Peaslee, G. F., & Lamberti, G. A. (2023) · The Science of The Total Environment · doi:10.1016/j.scitotenv.2023.164903 · Cited by 54 · see citing works
Fernie, K. J., Marteinson, S. C., Chen, D., et al. (2017) · The Science of The Total Environment · doi:10.1016/j.scitotenv.2017.12.123 · Cited by 53 · see citing works
Self-citationSaini, A., Chinnadurai, S., Schuster, J. K., Eng, A., & Harner, T. (2023) · Environmental Pollution · doi:10.1016/j.envpol.2023.121291 · Cited by 53 · see citing works
Self-citationGroffen, T., Eens, M., & Bervoets, L. (2019) · Science of The Total Environment · doi:10.1016/j.scitotenv.2018.12.072 · Cited by 50 · see citing works
Custer, C. M., Custer, T. W., Delaney, R., Dummer, P. M., Schultz, S., & Karouna‐Renier, N. K. (2019) · Archives of Environmental Contamination and Toxicology · doi:10.1007/s00244-019-00620-1 · Cited by 48 · see citing works
Self-citationNxumalo, T. N., Akhdhar, A., Müller, V., Simon, F., von der Au, M., Cossmer, A., Pfeifer, J., Krupp, E. M., Meermann, B., Kindness, A., et al. (2023) · Analytical and Bioanalytical Chemistry · doi:10.1007/s00216-022-04500-x · Cited by 43 · see citing works
Vorkamp, K., Falk, K., Møller, S., Bossi, R., Rigét, F. F., & Sørensen, P. B. (2018) · The Science of The Total Environment · doi:10.1016/j.scitotenv.2018.08.090 · Cited by 35 · see citing works
Sun, J., Letcher, R. J., Waugh, C. A., Jaspers, V. L. B., Covaci, A., & Fernie, K. J. (2021) · The Science of The Total Environment · doi:10.1016/j.scitotenv.2021.145346 · Cited by 31 · see citing works
Self-citationSun, J., Letcher, R. J., Eens, M., Covaci, A., & Fernie, K. J. (2020) · Environmental Research · doi:10.1016/j.envres.2020.110151 · Cited by 29 · see citing works
Self-citationPedro, S., Fisk, A. T., Ferguson, S. H., Hussey, N. E., Kessel, S. T., & McKinney, M. A. (2020) · Polar Biology · doi:10.1007/s00300-020-02738-8 · Cited by 29 · see citing works
Self-citationGewurtz, S. B., Martin, P. A., Letcher, R. J., Burgess, N. M., Champoux, L., Elliott, J. E., & Idrissi, A. M. (2018) · Environmental Science & Technology · doi:10.1021/acs.est.7b06623 · Cited by 28 · see citing works
Self-citationYu, J., Wang, T., Han, S., et al. (2013) · The Science of The Total Environment · doi:10.1016/j.scitotenv.2013.06.006 · Cited by 26 · see citing works
Urbanization mediates the effects of water quality and climate on a model aerial insectivorous bird
Sullivan, S. M. P., Corra, J. W., & Hayes, J. T. (2020) · Ecological Monographs · doi:10.1002/ecm.1442 · Cited by 17 · see citing works
Fernie, K. J., & Letcher, R. J. (2017) · Chemosphere · doi:10.1016/j.chemosphere.2017.12.037 · Cited by 15 · see citing works
Self-citationCuster, C. M., Custer, T., Dummer, P. M., Schultz, S. L., Tseng, C.-Y., Karouna-Renier, N., & Matson, C. (2020) · Environmental Toxicology and Chemistry · doi:10.1002/etc.4792 · Cited by 14 · see citing works
Self-citationGraves, S. D., Liber, K., Palace, V. P., et al. (2019) · Ecotoxicology and Environmental Safety · doi:10.1016/j.ecoenv.2019.06.037 · Cited by 13 · see citing works
Kerric, A., Mazerolle, M. J., Giroux, J., & Jonathan Verreault, A. (2022) · The Science of The Total Environment · doi:10.1016/j.scitotenv.2022.160526 · Cited by 12 · see citing works
Hebert, C. E., Letcher, R. J., Cyr, F., & Drake, C. C. (2022) · Journal of Great Lakes Research · doi:10.1016/j.jglr.2022.08.010 · Cited by 10 · see citing works
Self-citationHopkins, K. E., McKinney, M. A., Letcher, R. J., & Fernie, K. J. (2023) · Environmental Pollution · doi:10.1016/j.envpol.2023.121133 · Cited by 9 · see citing works
Self-citationWu, G., Tang, S., Han, J., et al. (2021) · Archives of Environmental Contamination and Toxicology · doi:10.1007/s00244-021-00854-y · Cited by 8 · see citing works
Kielstra, B. W., Arnott, S. E., & Gunn, J. M. (2017) · Ecological Applications · doi:10.1002/eap.1609 · Cited by 4 · see citing works
Flagged first, then by citations
Research works printed but not linked: 2
- United Nations Environment Programme (UNEP); Nineteenth meeting of the Persistent Organic Pollutants Review Committee (POPRC.10), 2023 [cited 2023 September 18].
- Kassambara A.; Mundt F. Package ‘factoextra’. Extract and visualize the results of multivariate data analyses, CRAN, 2017; Vol. 76((2),).
Cited by
Sorted by citations
Strong bioaccumulation of a wide variety of PFAS in a contaminated terrestrial and aquatic ecosystem
Gkika, I. S., Arie Vonk, J., ter Laak, T. L., van Gestel, C. A. M., Dijkstra, J., Groffen, T., Bervoets, L., & Kraak, M. H. S. (2025) · Environment International · doi:10.1016/j.envint.2025.109629 · Cited by 38 · see citing works
Guo, X., Zhang, X., Chen, J., Shan, W., Wang, R., Wang, K., Chen, Z., Wang, L., & Zhang, Y. (2025) · Nature Communications · doi:10.1038/s41467-025-65191-3 · Cited by 18 · see citing works
- Authors
- Hopkins, K. E., McKinney, M. A., Saini, A., Letcher, R. J., Karouna-Renier, N. K., & Fernie, K. J.
- Affiliations
- Environment and Climate Change Canada (CA)
- McGill University (CA)
- U.S. Geological Survey, Eastern Ecological Science Center, Patuxent Research Refuge, 12302 Beech Forest Road, Laurel, Maryland 20708, United States
- Corresponding author
- Fernie, Kim J.
- Venue
- Environmental Science & Technology
- Publisher
- American Chemical Society (ACS)
- Published
- 2023-11-24
- Volume
- 57
- Issue
- 48
- Pages
- 20249-20260
- ISSN
- 0013-936X (ISSN-L)
- 1520-5851
- PMC
- PMC10702434
- OpenAlex
- W4388969293
- Cited by
- 44
- References
- 60
- Citations by year
- 2026: 16 · 2025: 23 · 2024: 5
- FWCI
- 3.79
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- Environmental Science & Technology (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- Funders
- Government of Canada
- Environment and Climate Change Canada
- Canada Foundation for Innovation (37873)
- Canada Research Chairs
- U.S. Geological Survey
- Natural Sciences and Engineering Research Council of Canada (RGPIN-2019-05330)
- Topics
- Physical Sciences › Environmental Science › Environmental Chemistry › Per- and polyfluoroalkyl substances research
- Physical Sciences › Environmental Science › Health, Toxicology and Mutagenesis › Toxic Organic Pollutants Impact
- Physical Sciences › Environmental Science › Health, Toxicology and Mutagenesis › Environmental Toxicology and Ecotoxicology
- Keywords
- per- and polyfluoroalkyl substances, PFAS bioaccumulation, biomagnification, Tachycineta bicolor, PFOS, perfluorocarboxylic acids, fatty acid signatures, stable carbon isotopes, aquatic macroinvertebrates, sediment contamination, exposure routes, nestlings
- MeSH terms
- Animals, Birds, Decanoic Acids, Fluorocarbons, Invertebrates, Water, Alkanesulfonic Acids, Food Chain
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review